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Posted to issues@spark.apache.org by "Shixiong Zhu (JIRA)" <ji...@apache.org> on 2018/09/05 06:02:00 UTC
[jira] [Updated] (SPARK-24863) Report offset lag as a custom
metrics for Kafka structured streaming source
[ https://issues.apache.org/jira/browse/SPARK-24863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Shixiong Zhu updated SPARK-24863:
---------------------------------
Fix Version/s: (was: 2.4.0)
> Report offset lag as a custom metrics for Kafka structured streaming source
> ---------------------------------------------------------------------------
>
> Key: SPARK-24863
> URL: https://issues.apache.org/jira/browse/SPARK-24863
> Project: Spark
> Issue Type: Sub-task
> Components: Structured Streaming
> Affects Versions: 2.4.0
> Reporter: Arun Mahadevan
> Priority: Major
>
> We can build on top of SPARK-24748 to report offset lag as a custom metrics for Kafka structured streaming source.
> This is the difference between the latest offsets in Kafka the time the metrics is reported (just after a micro-batch completes) and the latest offset Spark has processed. It can be 0 (or close to 0) if spark keeps up with the rate at which messages are ingested into Kafka topics in steady state.
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